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Optimization

1203 directly classified papers

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Papers

An adaptive Mirror-Prox method for variational inequalities with singular operators NIPS 2019
Necessary and Sufficient Geometries for Gradient Methods NIPS 2019
A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning NIPS 2019
Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm NIPS 2019
Block Coordinate Regularization by Denoising NIPS 2019
Connections Between Mirror Descent, Thompson Sampling and the Information Ratio NIPS 2019
Shadowing Properties of Optimization Algorithms NIPS 2019
Numerical Optimization to AI, and Back AAAI 2019
Open Problem: The Oracle Complexity of Convex Optimization with Limited Memory COLT 2019
Bayesian Optimization with Binary Auxiliary Information UAI 2019
Efficient Symmetric Norm Regression via Linear Sketching NIPS 2019
Accelerating Rescaled Gradient Descent: Fast Optimization of Smooth Functions NIPS 2019
Offline Contextual Bayesian Optimization NIPS 2019
Variance Reduction for Matrix Games NIPS 2019
Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration NIPS 2019
ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box Optimization NIPS 2019
Fast and Accurate Least-Mean-Squares Solvers NIPS 2019
Fast, Provably convergent IRLS Algorithm for p-norm Linear Regression NIPS 2019
Trivializations for Gradient-Based Optimization on Manifolds NIPS 2019
Deformable Surface Tracking by Graph Matching ICCV 2019
Estimating the Fundamental Matrix Without Point Correspondences With Application to Transmission Imaging ICCV 2019
Linearly Converging Quasi Branch and Bound Algorithms for Global Rigid Registration ICCV 2019
A Quaternion-Based Certifiably Optimal Solution to the Wahba Problem With Outliers ICCV 2019
Accelerated Gravitational Point Set Alignment With Altered Physical Laws ICCV 2019
Non-Local Intrinsic Decomposition With Near-Infrared Priors ICCV 2019